rvinecopulib: High Performance Algorithms for Vine Copula Modeling

Provides an interface to 'vinecopulib', a C++ library for vine copula modeling. The 'rvinecopulib' package implements the core features of the popular 'VineCopula' package, in particular inference algorithms for both vine copula and bivariate copula models. Advantages over 'VineCopula' are a sleeker and more modern API, improved performances, especially in high dimensions, nonparametric and multi-parameter families, and the ability to model discrete variables. The 'rvinecopulib' package includes 'vinecopulib' as header-only C++ library (currently version 0.7.2). Thus users do not need to install 'vinecopulib' itself in order to use 'rvinecopulib'. Since their initial releases, 'vinecopulib' is licensed under the MIT License, and 'rvinecopulib' is licensed under the GNU GPL version 3.

Version: 0.7.3.1.0
Depends: R (≥ 3.0.2)
Imports: assertthat, graphics, grDevices, kde1d (≥ 1.1.0), lattice, Rcpp (≥ 0.12.12), stats, utils
LinkingTo: BH, Rcpp, RcppEigen, RcppThread (≥ 2.1.2), wdm (≥ 0.2.6), kde1d (≥ 1.1.0)
Suggests: igraph, ggplot2, ggraph, testthat
Published: 2025年06月13日
Author: Thomas Nagler [aut, cre], Thibault Vatter [aut]
Maintainer: Thomas Nagler <info at vinecopulib.org>
License: GPL-3 | file LICENSE
NeedsCompilation: yes
Materials: README, NEWS
CRAN checks: rvinecopulib results

Documentation:

Reference manual: rvinecopulib.html , rvinecopulib.pdf

Downloads:

Windows binaries: r-devel: rvinecopulib_0.7.3.1.0.zip, r-release: rvinecopulib_0.7.3.1.0.zip, r-oldrel: rvinecopulib_0.7.3.1.0.zip
macOS binaries: r-release (arm64): rvinecopulib_0.7.3.1.0.tgz, r-oldrel (arm64): rvinecopulib_0.7.3.1.0.tgz, r-release (x86_64): rvinecopulib_0.7.3.1.0.tgz, r-oldrel (x86_64): rvinecopulib_0.7.3.1.0.tgz

Reverse dependencies:

Reverse depends: CopulaInference, svines
Reverse linking to: portvine, svines, vinereg
Reverse suggests: scDesign3

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rvinecopulib to link to this page.

AltStyle によって変換されたページ (->オリジナル) /